Generate fake data

generate_fake_data.py

import cProfile
import io
import pstats
import random

import pandas as pd
from mimesis import Address, Datetime, Person
from mimesis.enums import Gender
person = Person('en')
addess = Address()
datetime = Datetime()


def create_rows_mimesis(num=1):
    output = [{
        "pii_name": person.full_name(),
        "pii_email": person.email(),
        "pii_mobile": person.telephone(),
        "attribute1": person.age(),
        "attribute2": person.blood_type(),
        "attribute3": addess.city(),
        "attribute4": addess.state(),
        "attribute5": datetime.datetime().isoformat(),
        "attribute6": person.nationality(),
        "attribute7": addess.postal_code(),
    } for x in range(num)]
    return output

data_frame = pd.DataFrame(data=create_rows_mimesis(5_000))
data_frame.index.name = 'personId'
print(data_frame.head(10))
# data_frame.to_csv("/tmp/test_data.csv", index=False)
data_frame.to_excel(f"/tmp/test_data_{datetime.datetime().now().strftime('%T')}.xlsx",sheet_name='Sheet1',header=True,index=False)%